Reimplemented MinMeanCycle to be much more efficient.
The new version implements Howard's algorithm instead of Karp's algorithm and
it is at least 10-20 times faster on all the 40-50 random graphs we have tested.
3 * This file is a part of LEMON, a generic C++ optimization library
5 * Copyright (C) 2003-2008
6 * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
7 * (Egervary Research Group on Combinatorial Optimization, EGRES).
9 * Permission to use, modify and distribute this software is granted
10 * provided that this copyright notice appears in all copies. For
11 * precise terms see the accompanying LICENSE file.
13 * This software is provided "AS IS" with no warranty of any kind,
14 * express or implied, and with no claim as to its suitability for any
21 ///\brief Minimum weight spanning tree by Kruskal algorithm (demo).
23 /// This demo program shows how to find a minimum weight spanning tree
24 /// in a graph by using the Kruskal algorithm.
26 /// \include kruskal_demo.cc
31 #include <lemon/maps.h>
32 #include <lemon/kruskal.h>
33 #include <lemon/list_graph.h>
37 using namespace lemon;
42 typedef ListGraph::Node Node;
43 typedef ListGraph::Edge Edge;
44 typedef ListGraph::NodeIt NodeIt;
45 typedef ListGraph::EdgeIt EdgeIt;
48 //Make an example graph g.
56 Edge e1 = g.addEdge(s, v1);
57 Edge e2 = g.addEdge(s, v2);
58 Edge e3 = g.addEdge(v1, v2);
59 Edge e4 = g.addEdge(v2, v1);
60 Edge e5 = g.addEdge(v1, v3);
61 Edge e6 = g.addEdge(v3, v2);
62 Edge e7 = g.addEdge(v2, v4);
63 Edge e8 = g.addEdge(v4, v3);
64 Edge e9 = g.addEdge(v3, t);
65 Edge e10 = g.addEdge(v4, t);
67 //Make the input for the kruskal.
68 typedef ListGraph::EdgeMap<int> ECostMap;
69 ECostMap edge_cost_map(g);
71 // Fill the edge_cost_map.
72 edge_cost_map.set(e1, -10);
73 edge_cost_map.set(e2, -9);
74 edge_cost_map.set(e3, -8);
75 edge_cost_map.set(e4, -7);
76 edge_cost_map.set(e5, -6);
77 edge_cost_map.set(e6, -5);
78 edge_cost_map.set(e7, -4);
79 edge_cost_map.set(e8, -3);
80 edge_cost_map.set(e9, -2);
81 edge_cost_map.set(e10, -1);
83 // Make the map or the vector, which will contain the edges of the minimum
86 typedef ListGraph::EdgeMap<bool> EBoolMap;
89 vector<Edge> tree_edge_vec;
94 //Input: a graph (g); a costmap of the graph (edge_cost_map); a
95 //boolmap (tree_map) or a vector (tree_edge_vec) to store the edges
98 //Output: it gives back the value of the minimum spanning tree, and
99 //set true for the edges of the tree in the edgemap tree_map or
100 //store the edges of the tree in the vector tree_edge_vec;
103 // Kruskal with boolmap;
104 std::cout << "The weight of the minimum spanning tree is " <<
105 kruskal(g, edge_cost_map, tree_map)<<std::endl;
108 std::cout << "The edges of the tree:" ;
109 for(EdgeIt i(g); i!=INVALID; ++i)
111 std::cout << g.id(i) <<";";
115 std::cout << std::endl;
116 std::cout << "The size of the tree is: "<< k << std::endl;
119 // Kruskal with vector;
120 std::cout << "The weight of the minimum spanning tree again is " <<
121 kruskal(g, edge_cost_map, std::back_inserter(tree_edge_vec)) <<std::endl;
125 std::cout << "The edges of the tree again: " ;
126 for(int i=tree_edge_vec.size()-1; i>=0; i--)
127 std::cout << g.id(tree_edge_vec[i]) << ";" ;
128 std::cout << std::endl;
129 std::cout << "The size of the tree again is: "<< tree_edge_vec.size()